
What Version One of a Product Includes
MVP scope covers what version one does and which engineering choices it locks in. Use a two-axis test to decide what to build now and what can wait.
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Articles on product strategy, engineering principles, and building software that lasts.

MVP scope covers what version one does and which engineering choices it locks in. Use a two-axis test to decide what to build now and what can wait.

HIPAA compliance is not a feature you add later. Here is how it shapes your product architecture, what to decide on day one, and what you can safely defer.

A founder guide to deciding if AI-generated code is production-ready, with a checklist for turning a working demo into a maintainable, secure product.

Compare software development companies on delivery evidence, product decisions, scope, ownership and support. Includes a buyer scorecard for US teams.

Estimate custom software development cost in USD. Separate the first release, ongoing support and third-party costs, with a clearly labeled budget example.

Matching a competitor feature for feature over-scopes the MVP and delays learning. See how to isolate the minimum set that proves your unique value.

Build custom for features that define your product and buy commodity functions. This eight-factor checklist weighs cost, debt, operations and vendor lock-in.

MVPs collect unused features through confirmation bias, stakeholder pressure and a loose definition of minimum. Define one core problem to keep scope small.

How to test AI features when outputs are non-deterministic, with measurable criteria, eval sets, pass rates and graders, plus the mistakes teams make most.

When a landing page MVP beats working software, how to run one step by step, how the two compare, and the common mistakes that make demand tests misleading.

Refactor localized technical debt and rewrite only for fundamental architectural limits. This eight-step assessment compares cost, risk and business impact.

How to decide what to cut from your MVP scope, a seven-step method, a four-group cut test, the features founders cut too late, and what never gets cut.

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